{"id":"W3092205847","doi":"10.2196/14081","title":"Identification of Informed Consent in Patient Videos on Social Media: Prospective Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informed consent; Social media; Medicine; Psychology; Family medicine; Internet privacy; Computer science; World Wide Web; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003552596,0.000147901,0.000317505,0.0001887516,0.0002819386,0.000005645615,0.0003548141,0.0002464603,0.0003766354],"category_scores_gemma":[0.01487235,0.0001397777,0.00004563341,0.0006422143,0.0001182461,0.000135572,0.0001415962,0.0009280757,0.0001756967],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068195,"about_ca_system_score_gemma":0.007190401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168599,"about_ca_topic_score_gemma":0.0008868261,"domain_scores_codex":[0.9956779,0.001106476,0.001589126,0.0003203304,0.00102237,0.0002838279],"domain_scores_gemma":[0.9960458,0.001927058,0.0008052035,0.0003929469,0.0005116127,0.0003173377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004714246,0.003352964,0.2092206,0.0008707975,0.00002286061,0.000001686873,0.7451496,0.000002397092,0.0000662157,0.002547286,0.01825381,0.02004039],"study_design_scores_gemma":[0.002267726,0.0004284313,0.6578705,0.0005594703,0.00001415895,4.090797e-7,0.3360081,0.0002021697,0.00008900264,0.0006284433,0.001747122,0.000184494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965956,0.0001052913,0.000006437273,0.02709537,0.001049843,0.00467699,0.00001566213,0.00007185237,0.001022595],"genre_scores_gemma":[0.9917549,0.0000287665,0.000031549,0.003918438,0.0002888756,0.003861166,0.00007870865,0.00001900815,0.00001862595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4486499,"threshold_uncertainty_score":0.9984379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1813707392952698,"score_gpt":0.4922881710242143,"score_spread":0.3109174317289445,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}